Studies in Computational Intelligence

Iterative-Interpolation Super-Resolution Image Reconstruction

A Computationally Efficient Technique

Authors: Bannore, Vivek

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  • Offers the latest research in the area of computationally-efficient and intelligent image super-resolution techniques
  • Provides a concise overview about advanced intelligent image super-resolution techniques
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eBook 106,99 €
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  • ISBN 978-3-642-00385-1
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Hardcover 135,19 €
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About this book

This book presents a novel and hybrid, computationally efficient, reconstruction scheme for solving the problem of super-resolution restoration of high-resolution images from sequences of geometrically warped, aliased and under-sampled low-resolution images. The scheme proposed is referred as the Iterative-Interpolation Super-Resolution (IISR) technique. The optimization-based technique for super-resolution is reinvestigated for comparative analysis to evaluate the accuracy and efficiency of the IISR technique. The significant influence of the regularization term over the fidelity of reconstruction is also analysed. The IISR technique addresses the problem of super-resolution image enhancement in terms of maintaining highest fidelity of reconstruction and a low computational cost to achieve maximum applicability of super-resolution to the real-world applications.

Table of contents (7 chapters)

Table of contents (7 chapters)

Buy this book

eBook 106,99 €
price for Spain (gross)
  • ISBN 978-3-642-00385-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Hardcover 135,19 €
price for Spain (gross)
Softcover 135,19 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Iterative-Interpolation Super-Resolution Image Reconstruction
Book Subtitle
A Computationally Efficient Technique
Authors
Series Title
Studies in Computational Intelligence
Series Volume
195
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-00385-1
DOI
10.1007/978-3-642-00385-1
Hardcover ISBN
978-3-642-00384-4
Softcover ISBN
978-3-642-10145-8
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XIII, 113
Topics